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Characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain
The central sensitization inventory (CSI) evaluates the central sensitization (CS)-related symptoms associated with increased pain sensitivity. However, the CSI includes items that are not directly related to pain. In this study, 146 patients with pain were classified into subgroups by k-means clust...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8850439/ https://www.ncbi.nlm.nih.gov/pubmed/35173213 http://dx.doi.org/10.1038/s41598-022-06453-8 |
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author | Koga, Masayuki Shigetoh, Hayato Tanaka, Yoichi Morioka, Shu |
author_facet | Koga, Masayuki Shigetoh, Hayato Tanaka, Yoichi Morioka, Shu |
author_sort | Koga, Masayuki |
collection | PubMed |
description | The central sensitization inventory (CSI) evaluates the central sensitization (CS)-related symptoms associated with increased pain sensitivity. However, the CSI includes items that are not directly related to pain. In this study, 146 patients with pain were classified into subgroups by k-means cluster analysis based on the short form of the central sensitization inventory (CSI9) and pain scores. In addition, inter-group and multiple comparisons were performed to examine the characteristics of each group. As a result of this study, there were three subgroups (clusters 1, 2, and 3) in which the CSI9 and pain intensity were both low, moderate, and high, and one subgroup (cluster 4) in which only CSI9 was high and pain intensity was low. Two subgroups with high CSI9 scores but contrasting pain intensities (clusters 3 and 4) were extracted; the pattern of CS-related symptoms in these two groups was very similar, with no differences in most of the non-pain factors. It is necessary to consider these points when interpreting the clinical condition of a patient with pain when using the assessment of CS-related symptoms. |
format | Online Article Text |
id | pubmed-8850439 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88504392022-02-17 Characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain Koga, Masayuki Shigetoh, Hayato Tanaka, Yoichi Morioka, Shu Sci Rep Article The central sensitization inventory (CSI) evaluates the central sensitization (CS)-related symptoms associated with increased pain sensitivity. However, the CSI includes items that are not directly related to pain. In this study, 146 patients with pain were classified into subgroups by k-means cluster analysis based on the short form of the central sensitization inventory (CSI9) and pain scores. In addition, inter-group and multiple comparisons were performed to examine the characteristics of each group. As a result of this study, there were three subgroups (clusters 1, 2, and 3) in which the CSI9 and pain intensity were both low, moderate, and high, and one subgroup (cluster 4) in which only CSI9 was high and pain intensity was low. Two subgroups with high CSI9 scores but contrasting pain intensities (clusters 3 and 4) were extracted; the pattern of CS-related symptoms in these two groups was very similar, with no differences in most of the non-pain factors. It is necessary to consider these points when interpreting the clinical condition of a patient with pain when using the assessment of CS-related symptoms. Nature Publishing Group UK 2022-02-16 /pmc/articles/PMC8850439/ /pubmed/35173213 http://dx.doi.org/10.1038/s41598-022-06453-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Koga, Masayuki Shigetoh, Hayato Tanaka, Yoichi Morioka, Shu Characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain |
title | Characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain |
title_full | Characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain |
title_fullStr | Characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain |
title_full_unstemmed | Characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain |
title_short | Characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain |
title_sort | characteristics of clusters with contrasting relationships between central sensitization-related symptoms and pain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8850439/ https://www.ncbi.nlm.nih.gov/pubmed/35173213 http://dx.doi.org/10.1038/s41598-022-06453-8 |
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